| 2026 | AAAI | Quantifying the Potential to Escape Filter Bubbles: A Behavior-Aware Measure via Contrastive Simulation. | Difu Feng, Qianqian Xu, Zitai Wang, Cong Hua, Zhiyong Yang, Qingming Huang |
| 2026 | AAAI | TuckA: Hierarchical Compact Tensor Experts for Efficient Fine-Tuning. | Qifeng Lei, Zhiyong Yang, Qianqian Xu, Cong Hua, Peisong Wen, Qingming Huang |
| 2025 | AAAI | Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification. | Zhiguang Lu, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang |
| 2025 | AAAI | SSE-SAM: Balancing Head and Tail Classes Gradually Through Stage-Wise SAM. | Xingyu Lyu, Qianqian Xu, Zhiyong Yang, Shaojie Lyu, Qingming Huang |
| 2025 | AAAI | EDGE: Unknown-aware Multi-label Learning by Energy Distribution Gap Expansion. | Yuchen Sun, Qianqian Xu, Zitai Wang, Zhiyong Yang, Junwei He |
| 2025 | ICASSP | DDNet: Exploring Dual Dependencies for Long-Term Time Series Forecasting. | Zihang Guo, Zijian Li, Zhiyong Yang, Zhenping Mou, Jieru Guo |
| 2025 | ICCV | Hybrid Generative Fusion for Efficient and Privacy-Preserving Face Recognition Dataset Generation. | Feiran Li, Qianqian Xu, Shilong Bao, Boyu Han, Zhiyong Yang, Qingming Huang |
| 2025 | ICML | ABKD: Pursuing a Proper Allocation of the Probability Mass in Knowledge Distillation via α-β-Divergence. | Guanghui Wang, Zhiyong Yang, Zitai Wang, Shi Wang, Qianqian Xu, Qingming Huang |
| 2025 | ICML | OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning. | Cong Hua, Qianqian Xu, Zhiyong Yang, Zitai Wang, Shilong Bao, Qingming Huang |
| 2025 | ICML | Focal-SAM: Focal Sharpness-Aware Minimization for Long-Tailed Classification. | Sicong Li, Qianqian Xu, Zhiyong Yang, Zitai Wang, Linchao Zhang, Xiaochun Cao, Qingming Huang |
| 2025 | ICML | One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework. | Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2025 | ICML | MixBridge: Heterogeneous Image-to-Image Backdoor Attack through Mixture of Schrdinger Bridges. | Shixi Qin, Zhiyong Yang, Shilong Bao, Shi Wang, Qianqian Xu, Qingming Huang |
| 2024 | ICML | Harnessing Hierarchical Label Distribution Variations in Test Agnostic Long-tail Recognition. | Zhiyong Yang, Qianqian Xu, Zitai Wang, Sicong Li, Boyu Han, Shilong Bao, Xiaochun Cao, Qingming Huang |
| 2024 | ICML | ReconBoost: Boosting Can Achieve Modality Reconcilement. | Cong Hua, Qianqian Xu, Shilong Bao, Zhiyong Yang, Qingming Huang |
| 2024 | ICML | Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object Detection. | Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Runmin Cong, Xiaochun Cao, Qingming Huang |
| 2023 | ICCV | Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild. | Huiyang Shao, Qianqian Xu, Peisong Wen, Peifeng Gao, Zhiyong Yang, Qingming Huang |
| 2023 | ICML | Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation. | Peifeng Gao, Qianqian Xu, Peisong Wen, Zhiyong Yang, Huiyang Shao, Qingming Huang |
| 2022 | AAAI | Geometry Interaction Knowledge Graph Embeddings. | Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2022 | AAAI | ER: Equivariance Regularizer for Knowledge Graph Completion. | Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang |
| 2022 | ICML | AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems. | Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang |
| 2022 | IJCAI | A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing. | Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang |
| 2021 | AAAI | Dual Quaternion Knowledge Graph Embeddings. | Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2021 | AAAI | What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models. | Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2021 | AAAI | Deep Partial Rank Aggregation for Personalized Attributes. | Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang |
| 2021 | CVPR | Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association. | Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang |
| 2021 | ICMI | Improving Model Stability and Training Efficiency in Fast, High Quality Expressive Voice Conversion System. | Zhiyuan Zhao, Jingjun Liang, Zehong Zheng, Linhuang Yan, Zhiyong Yang, Wan Ding, Dongyan Huang |
| 2021 | ICML | When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC. | Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang |
| 2020 | AAAI | Who Likes What? - SplitLBI in Exploring Preferential Diversity of Ratings. | Qianqian Xu, Jiechao Xiong, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao |
| 2019 | AAAI | Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin. | Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao |
| 2019 | AAAI | Learning Personalized Attribute Preference via Multi-Task AUC Optimization. | Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang |
| 2019 | CVPR | Deep Robust Subjective Visual Property Prediction in Crowdsourcing. | Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao |
| 2018 | AAAI | From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions. | Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang |
| 2015 | IPCCC | Adaptive partial frequency reuse in LTE-Advanced relay networks. | Chen Sun, Jian Shu, Wei Zheng, Zhiyong Yang, Xiaojun Wang |
| 2015 | UIC | A Text Clustering Algorithm Hybriding Invasive Weed Optimization with K-Means. | Chunmei Fan, Taohong Zhang, Zhiyong Yang, Li Wang |
| 2014 | DASC | Fault Models of CMOS Gates: An Empirical Study Based on Mutation Analysis. | Xiaofeng Tang, Aiqiang Xu, Wenhai Li, Zhiyong Yang |
| 2008 | ICNC | Lower Extreme Carrying Exoskeleton Robot Adative Control Using Wavelet Neural Networks. | Xiuxia Yang, Lihua Gui, Zhiyong Yang, Wenjin Gu |
| 2008 | ISNN | An Application of Wavelet Networks in the Carrying Robot Walking. | Xiuxia Yang, Yi Zhang, Changjun Xia, Zhiyong Yang, Wenjin Gu |
| 2006 | ICONIP | Neural-Network Inverse Dynamic Online Learning Control on Physical Exoskeleton. | Heng Cao, Yuhai Yin, Ding Du, Lizong Lin, Wenjin Gu, Zhiyong Yang |
| 2004 | ICRA | A New Method for Tuning PID Parameters of a 3 DoF Reconfigurable Parallel Kinematic Machine. | Zhiyong Yang, Tian Huang |
| 1998 | ICIP | Image Invariance Scaling Features and Image Similarity. | Zhiyong Yang |
| 1998 | ICPR | Some general grouping principles: line perception from points as an example. | Jing Xiao, Zhiyong Yang, Songde Ma |
| 1998 | ICPR | Invariance and scaling laws in natural images. | Zhiyong Yang |
| 1998 | ICPR | Scaling laws in image gradient fields and texture retrieval. | Zhiyong Yang, Jing Xiao |
| 1997 | CAIP | Beyond Standard Regularization Theory. | Zhiyong Yang, Songde Ma |
| 1996 | MVA | Energy-based Method for Road Extraction from Satellite Images. | Qifa Ke, Jing Xiao, Zhiyong Yang |
| 1996 | MVA | A New Way to Visual Representation and Learning. | Zhiyong Yang, Songde Ma, Qifa Ke |
| 1996 | MVA | MDL Mediated by Geometrical Redundancy Reduction and Complement Space. | Zhiyong Yang, Songde Ma, Qifa Ke |